Egemen Kolemen
5 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Reinforcement Learning
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Methods
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Robotics
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Core Methods
(1)
Learning Types
(1)
Optimization
(1)
Systems
(1)
Keywords
dynamics model
(2)
model-based reinforcement learning
(2)
gaussian process
(2)
plasma control
(2)
bayesian optimization
(2)
offline reinforcement learning
(2)
multi-task optimization
(1)
contextual optimization
(1)
tokamak control
(1)
fusion plasma
(1)
diagnostic reconstruction
(1)
physics discovery
(1)
edge-localized mode
(1)
rotation profile control
(1)
probabilistic dynamics model
(1)
diii-d
(1)
plasma stabilization
(1)
tearing instabilities
(1)
black-box optimization
(1)
multimodal learning
(1)
Papers
Multimodal Super-Resolution: Discovering Hidden Physics and Its Application to Fusion Plasmas (Abstract Reprint)
AAAI 2026
Offline Reinforcement Learning for Rotation Profile Control in Tokamaks
L4DC 2026
Multi-Timescale Dynamics Model Bayesian Optimization for Plasma Stabilization in Tokamaks
ICML 2025
Offline Model-Based Reinforcement Learning for Tokamak Control
L4DC 2023
Offline Contextual Bayesian Optimization
NeurIPS 2019